aokolnychyi commented on code in PR #15268:
URL: https://github.com/apache/iceberg/pull/15268#discussion_r2785379827


##########
spark/v4.1/spark/src/main/java/org/apache/iceberg/spark/source/BaseReader.java:
##########
@@ -252,5 +251,40 @@ protected <V> V getOrLoad(String key, Supplier<V> 
valueSupplier, long valueSize)
         return cache.getOrLoad(table().name(), key, valueSupplier, valueSize);
       }
     }
+
+    // field lookup for serializable tables that assumes fetching historic 
schemas is expensive
+    private static class FieldLookup implements Function<Integer, 
Types.NestedField> {
+      private final Table table;
+
+      private volatile Map<Integer, Types.NestedField> historicSchemaFields;
+
+      private FieldLookup(Table table) {
+        this.table = table;
+      }
+
+      @Override
+      public Types.NestedField apply(Integer id) {
+        Types.NestedField field = table.schema().findField(id);
+        return field != null ? field : historicSchemaFields().get(id);
+      }
+
+      private Map<Integer, Types.NestedField> historicSchemaFields() {
+        if (historicSchemaFields == null) {
+          synchronized (this) {
+            if (historicSchemaFields == null) {
+              this.historicSchemaFields = 
Schema.indexFields(historicSchemas(table));
+            }
+          }
+        }
+
+        return historicSchemaFields;
+      }
+
+      private static Collection<Schema> historicSchemas(Table table) {
+        return table.schemas().values().stream()
+            .filter(schema -> schema.schemaId() != table.schema().schemaId())
+            .collect(Collectors.toList());
+      }
+    }

Review Comment:
   Correct, that's why I implemented the happy case when the field is in the 
current schema. So the only case when we will need to load the extra schemas 
and read the json file on executors is when we can't find the equality delete 
fields in the current schema.
   
   What do you think about this as is, @amogh-jahagirdar @singhpk234?



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